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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to discover official public data sources, inspect their metadata and endpoint parameters, and execute live queries through a unified response envelope with a 500 ms budget.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Live normalized remote-job data across 5 boards — one keyless endpoint, one schema, skill fit-score. No API key required. Tools: search jobs by skills + salary floor, live market stats, and computed salary bands.
    MIT
  • A
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    quality
    B
    maintenance
    Enables users to look up reference information for construction materials, including price ranges and aliases, for small projects in Guatemala through a remote MCP endpoint.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides free Chinese A-share stock data including real-time quotes, historical K-lines, market scanning, and multi-factor stock screening via BaoStock and Sina Finance APIs.
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.
    7
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Identifies plants from photos and determines whether a species is native, introduced, or invasive in a given country, drawing on GBIF, GRIIS, and GISD data, and also provides management recommendations and country alien-species lists.
    4
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for querying the Central Bank of Brazil's 'Valores a Receber' (amounts to receive) service, providing read-only access to official data through natural language with a hosted server and prepaid credits.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides tools to retrieve and compare detailed information about countries, including population, region, and currency data. It allows users to search for specific countries or list them by region.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables spatial analysis of large remote GeoParquet files directly from object storage without downloading or importing data, using DuckDB's predicate and projection pushdown to answer queries efficiently.
    8
    2
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    MCP server that fetches ServiceNow Community events for a date range and returns them as structured data, optionally writing a CSV. No login or credentials required.
    1
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  • A
    license
    A
    quality
    C
    maintenance
    A read-only MCP server that provides access to the public Basketball Vlaanderen (VBL) API, enabling users to query clubs, teams, matches, standings, and more.
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables interaction with the Polish National Register of Borders (PRG) data, currently providing health status monitoring and a server skeleton for future data retrieval features.
    1
    European Union Public 1.2
  • A
    license
    A
    quality
    A
    maintenance
    Checks whether a citation has been retracted, corrected, or flagged with an expression of concern by querying Crossref — including retractions that Crossref backfills from the Retraction Watch database, which publishers often never record in their own metadata. Lets an AI agent verify a DOI, or every DOI in a reference list, before using it in research or writing.
    2
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    A FastMCP server that exposes hospitality data — accommodations, events, and gastronomy — through a unified MCP interface, supporting multiple worlds for real or fictional data.
    5
    -
  • F
    license
    A
    quality
    C
    maintenance
    MCP server that provides AI assistants access to Oklahoma Corporation Commission public GIS datasets, enabling dataset search, layer metadata retrieval, and attribute/spatial queries on ArcGIS Hub data.
    4
    1
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  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides live geospatial data such as geocoding, POI search, isochrones, and area density from open data sources to LLM clients like Claude, Cursor, or Claude Code.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to pull US ZIP-code-level electricity data — Scope 2 location- and market-based emission factors, Scope 1 fuel factors, hourly grid carbon intensity, plant-level emissions, retail rates, and utility tariffs — for carbon accounting, multi-site comparison, and finding the cleanest hours to run flexible loads. It requires no API key or signup and works as either a hosted remote endpoint or a local stdio process.
    11
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides tools to look up and verify Australian businesses using the Australian Business Register API, enabling AI agents to retrieve business details via ABN, ACN, or name search.
    3
    ISC
  • A
    license
    A
    quality
    D
    maintenance
    Provides 22 MCP tools to access Tableau Public profiles, workbooks, visualizations, social connections, discovery features, and TWBX workbook analysis without authentication.
    22
    219 npm
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    The server integrates with the free IMF data API and provides various features to facilitate data retrieval and analysis. The server is built using the FastMCP framework and offers the following functionalities:
    10
    14
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Provides a weather forecast tool that accepts a city name (in Russian or English) and returns a 7-day forecast with temperature, precipitation, and wind data via the Open-Meteo API.
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Turns monthly Hacker News "Ask HN: Who is hiring?" threads into skill demand trends, remote/visa and salary statistics, and searchable job posts. Enables questions such as which skills are gaining or losing demand, whether a language is worth learning, what senior engineers earn, and which remote roles sponsor visas.
    5
    25 PyPI
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides current weather conditions and hourly forecasts for locations across Norway using the MET Norway Locationforecast 2.0 API. It features coordinate support, geocoding for any Norwegian location, and built-in configurations for major cities.
    2
    6 npm
    MIT